Glossary term
Glossary term
Agentic Systems
A Deliberation Engine enables AI agents to pause and evaluate options before acting, choosing the most effective path rather than defaulting to the first available option, especially useful in complex workflows.
OpenAI's o1 and o3 reasoning models include a deliberation engine that explores multiple solution paths before responding.
DeepSeek-R1 implements deliberation through extended chain-of-thought before producing final answers.
Google Gemini 2.5 Pro Deep Think mode acts as a deliberation engine for complex reasoning tasks.